By SES AI
Your AI4Science Platform Built by Battery Professionals, for Battery Professionals Enter Molecular Universe This is the reality of today’s R&D Repeat the old ways—or accelerate discovery with Molecular Universe, your ultimate intelligent toolkit, built by battery professionals, for battery professionals. Now, take the lead and explore. $200B+ Annual R&D Investment 8–10 year Timelines 80% Failure Rate The End-to-End Workflow Built To Accelerate R&D Agentic LLM Senior scientist level agentic LLM trained on public and private battery domain knowledge. 01 Ask Battery Database Largest database of battery-relevant properties for battery-relevant molecules. 02 Search Foundry Integration Dry & wet automated lab integration including high throughput molecule synthesis, formulation screening and cell performance validation. 03 Formulate Simulation Engine Proprietary high speed and high precision property simulation models including DFT and MD. 04 Cell Performance and Quality Prediction Machine learning models pre-trained on SES Al internal data and to be further trained using customer data. 05 Predict Design Manufacture Tutorial Videos Integrated Workflow Timestamps Ask Search Formulate Design Predict StarSeeker Agent Enter Molecular Universe Our Offerings: Subscriptions, Service, and Supply Molecular Universe 01 (All Above Included) Service 02 Supply 03 Solution Offerings Options selection Solution Offerings Subscriptions Option I: Cloud Access proprietary master database anytime, anywhere Option II: On-Premise Fully secured deployment with customers data protections assurance Solution Offerings Service Software: Base subscription + Exclusive feature offerings (ex: High-throughput materials selection - rapid identification of optimal candidates with MU's models) Software + *Hardware: Compute & GPU infrastructure setup Solution Offerings Materials Fast-track testing & Evaluation of advanced materials Pilot production & Mass production with sourcing insights
We are powering a new era of electric transportation with the world’s most advanced Li-Metal battery. SES AI’s approach versus other approaches: SES AI Li-Metal — Energy density, Manufacturability. Key breakthrough: our proprietary and patented liquid electrolyte. SES Al's innovative and proprietary high concentration solvent-in-salt electrolyte composition. SES AI electrolyte uses a high concentration solvent-in-salt approach. A conventional liquid electrolyte is low concentration, where the salt is coordinated by solvent and there are free solvent molecules, rendering the overall electrolyte stability of Li-Metal poor. In SES AI's high concentration electrolyte, the solvent is coordinated by the salt, and there are no free solvent molecules. This allows the electrolyte to achieve unprecedented Coulombic efficiency of99.6% on Li-Metal. Without this high concentration approach, it was thought liquid electrolyte could never achieve such high stability on Li-Metal and high voltage cathode at the same time. Electrolyte composition Salt: A single or multiple salt(s) with purity profile and trade secret purification process Solvent: Proprietary and patented solvent that SES designed and synthesized; not commercially available Additives: Proprietary/trade secret
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Li-Ion Cell Capacity: 10.8 Ah Energy: 37.5 Wh Cell Voltage(Nominal): 3.47 V Chemistry: NMC/C+Si Energy Density: 340 Wh/kg, 305 Wh/kg Cycle Life: 800 Size: 139 x 59 x 6.2mm
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Li-Metal Cell Capacity: 6.0 Ah Energy: 20.8 Wh Cell Voltage(Nominal): 3.47 V Chemistry: NMC/C+Si Energy Density: 340 Wh/kg, 303 Wh/kg Cycle Life: 600 Size: 120 x 39 x 6.4
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